Personalized medicine, the hoped-for use of the information in our genes to inform our medical care, may end up helping people live longer, healthier lives. Or it may not—the jury is still out. But one thing is certain: As our unique genomic data enter our medical records, researchers will be tempted to use that invaluable resource. The results may be good for science but bad for patients’ privacy.